GitLab vs Octopus Deploy

GitHub

Microsoft Azure

Bitbucket

Datadog

Azure DevOps

Harness

Compare GitLab and Octopus Deploy based on features, pricing, verified reviews, integrations & more on GetApp. Find out which software is best for your business in 2026.

GitHub is a place to share code with friends, co-workers, classmates, and complete strangers, helping individuals and teams to write faster, better code

Jira

Jira is project tracking software that helps every team collaborate to plan, track, and release work by breaking down big ideas into achievable steps. Jira offers features like task organization, work alignment to goals, customizable workflows, and real-time data insights to optimize outcomes.

Microsoft Visual Studio

Microsoft Visual Studio Online is a web based collaboration and project management application designed for software shipping and building. The  Online platform enables you to create software projects as well as track and manage programming processes to help identify bugs, new features and more.

GitLab is an integrated, open source DevOps lifecycle management platform for software development teams to plan, code, test, deploy and monitor product changes.

Access Controls/Permissions

Activity Tracking

Alerts/Notifications

Application Security

Approval Process Control

Approval Workflow

Assignment Management

Audit Trail

Authentication

Automated Testing 

Bug Tracking

Change Management

Code Editing

Code Repository Integration

Code Review

Collaboration Tools

Compliance Management

Configurable Workflow

Configuration Management

Continuous Delivery

Continuous Deployment

Continuous Integration

Customizable Templates

Database Support

Data Security

Deadline Management

Debugging

Deployment Management

Drag & Drop

Email Management

For Developers

For Small Businesses

Graphical User Interface

Incident Management

Integrated Development Environment

Issue Management

Issue Tracking

IT Asset Management

IT Reporting

Kanban Board

KPI Monitoring

Lifecycle Management

Milestone Tracking

Monitoring

Multi-Language Scanning

Multiple Projects

Performance Metrics

Portfolio Management

Problem Management

Projections

Project Management

Project Planning

Project Templates

Project Time Tracking

Project Tracking

Quality Assurance

Real-Time Analytics

Release Management

Reporting/Analytics

Reporting/Project Tracking

Repository Management

Resource Management

Rules-Based Workflow

Search/Filter

Security Testing

Software Development

Source-Code Scanning

Source Control

Task Management

Template Management

Testing Management

Third-Party Integrations

To-Do List

Version Control

Vulnerability Scanning

Web-based Deployment

Wiki

Workflow Management

By industry, GitLab reviewers are most commonly professionals in computer software (31%). The most frequent use case for GitLab cited by reviewers is source code management (58% of reviewers).

Users and use cases

Most reviewers indicate GitLab offers strong value for money, especially for small teams and students, and they appreciate the generous free tier. However, some users report that advanced features are expensive and pricing tiers can be restrictive.

Value for money

The GitLab integrations most frequently cited by reviewers are: Jira (an IT project management product rated 4.6 out of 5 for its integration with GitLab), Jenkins (a continuous integration product, 4.7), and Slack (a team communication product, 4.7).

Integrations

GitLab is a source code management solution with key features that include access controls and permissions, source control, authentication, continuous integration, continuous deployment, collaboration tools, and more.

Open Source

GitLab

Web-based

Windows

Linux

Free

Premium

Ultimate

Devops Engineer

The built-in CI/CD pipelines are a game-changer; being able to define the entire build, test, and deployment process in a single .gitlab-ci.yml file right in the repository is so much more efficient than juggling separate tools like Jenkins.

We rely heavily on merge requests, and the integrated security scanning (SAST/DAST) is a huge plus—it gives developers immediate feedback during the merge process, which helps us catch issues early and maintain quality without slowing down delivery.

I’ve noticed performance slowdowns when navigating large project backlogs or loading detailed merge request diffs, which can be frustrating during critical reviews. While the UI is generally intuitive, the sheer breadth of features—issues, boards, CI/CD, security—can make the initial setup and configuration overwhelming for new team members.

Researcher

It includes the version control and change tracking capabilities, which are managed by git in addition to the CI/CD, which helps automate the work. And all of that is for free.

Regular Supply Chain Operative Other Ranks Two

It allows users and organisations to organise their repositories into (hierarchical) directories, unlike Forgejo and GitHub.

Solution engineer

The built-in CI/CD, issue tracking, and permission controls make it incredibly smooth for team collaboration and managing private repositories efficiently.

Software Engineer

Having an entire pipeline in one YAML file in version control is a breeze when it comes to automation of processes in comparison to Jenkins.

Lead Engineer

Building a code editor beyond basic notepad functionality seems excessive, and the lean into AI features has ultimately made the product worse.

GitLab is a powerful alternative to GitHub, offering better customization and built-in DevOps tools. While it has a steeper learning curve in some areas, it's a great choice for teams looking for more control over their projects.

SAAS GitLab's spam detection is aggressive when modifying Snippets containing significant amounts of content.

Similarly, features like advanced branch protection rules, which are quite important for maintaining code quality and workflows, aren't fully available in the free plan.

DevOps Engineer

Over all, gitlab provides everything thats essential for simple and slightly complex pipeline requirements. But becomes less flexible for more complex application requirements where ML work loads are to be executed. As I see Gitlab team adds features in a commendable frequency, so if anything is unavailable, you can raise a ticket and sit tight till it gets added.

Principal Engineer

The Visual Studio Code UI for inline editing of files is very helpful in case we want to update code directly in the web-UI without needing to download the code in local, edit in IDE and then push back it to the source control.

Sales Engineer

Comprehensive DevSecOps Platform: GitLab offers an all-in-one platform that integrates development, security, and operations, streamlining the entire software development lifecycle.

Information Security Architect

Our company is always in a constant process of innovation and technological emancipation, tools like GitLab are part of a set of essential tools to store code and allow secure access to access new code updates, this optimizes the workflow improving the performance of our developers.

It is a powerful tool for Devops and provides seamless collaboration for team members and across the teams with its amazing version control capabilities.

Senior QA Analyst

Integration with Slack, Trello and Kubernets are fantastic enabling me to expand more the functionality.

Backend Developer

Instead of reelying on various other applications we can use gitlab for the purpose of version control, CI/CD, Issue Tracking, Code Reviews, Security, Container Registry, Monitoring and Analytics.

system technique

It is a software that facilitates the entire open-source process, providing an opportunity for interaction for people with minimal knowledge.

The built-in CI/CD, issue tracking, and merge request features make my development process seamless and efficient.

My interactions with staff at their issue tracker are generally very positive, although they are at times slow to respond, and a little apathetic about finer details.

Software developer

GitLab can be resource-intensive, particularly for self-hosted instances and GitLab's extensive feature set and customization options can result in a steep learning curve for new users

Programmeur Jouabilité

GitLab is a strong all-in-one platform for version control, CI/CD, and collaboration.

The built-in CI/CD, project management tools, and permission handling make it an excellent choice for team-based workflows.

Full-Stack Engineer

I submit my work, request code reviews, make merge requests, merge things in, automation is set up nicely.

Student

It has both free and paid versions and can be deployed on- premises or in the cloud.

For instance, group member limits and restrictions around branch protection rules can become a bottleneck when you're trying to scale a small team with good practices.

While GitLab offers a lot of great features, one thing that can be limiting—especially for startups—is that many essential features are locked behind the paid tiers.

Software Support

Not a fan of gitlab, but GitLab offers advanced security features, including code quality analysis, vulnerability management, and dependency scanning.

Developer

I like the all in one setup Gitlab offers, CI/CD, issue tracking are built in, which makes project managing easier

GitLab has fewer third-party integrations compared to its competitors.

Pursuing Btech in computer science engineering

GitLab is a collaborative workspace for software development, offering everything from version control to CI/CD pipelines.

Teaching Assistant

It can be a little less intuitive as alternatives; it also requires payment, and is not free like some other competitors.

I've been using GitLab since the start of my career, and honestly, it's just so good. While there isn’t a huge difference between GitLab and GitHub in terms of core functionality, GitLab really stands out when you're working within a closed group or using it in an organization.

Think the best overall point is that I can enable rapid deployment and it is efficiently automated.

Full-Stack Developer

The only advantage GitLab has is the ability to organize projects into categories (which, unfortunately, isn’t possible on GitHub).  

Senior Developer

Has so many nice features for pipeline, Continuous integration, environment variables etc.

No AI integration like how copilot is integrated in github, which is a must in today's world.

Product manager

what I like most is that Gitlab provides intuitive UI and UX journey for users to fork and merge and the likes

The latest update had moved the profile and sidebar to the left and has not given proper customization options to the user.

Product Manager

The structuring of the platform is really intuitive an you can find what you need in just mere moments.

The platform simplifies the development process by setting up and managing pipelines directly within the repository.

It helps us to make a complete tracking of incidents to prioritize and resolve any problem.

Quality Automation Specialist

Offers integration with multiple vendors and Is easier to setup.

VP of Customer Success

It's a really easy and simple way to keep track of tasks for different departments across the company.

DevOps engineer

The gitlab pipelines worked incredibly well and it was very clear where failures were happening.

It would definitely help if GitLab offered a bit more flexibility in its free tier for early-stage teams.

In my experience, GitLab has truly streamlined our journey from idea to deployment.

electronic engineer

unlike github,Gitlub is ideal for builtin in CI\CD ,security testing and Project management.

IT Tester Analyst

I have been using Gitlab in the current company, and I cant say I like it, neither I can say I dislike it, it serves the purpose of version control of git, but it misses the charm and add-ons Github offers, but if you want on-premise solution, thats the price you gotta pay.

CI/CD Pipelines

Merge Requests

Source Code Management

Team Collaboration

Pricing

Performance and Speed

Private Repositories

Project Collaboration

Limited and inaccurate search

It is a little difficult to navigate branches and commits as the search keywords have to be accurate

Decision science analyst

The search function sometimes does not return existing results and the menu interface requires some practice before it becomes easy to use.

61% of reviewers feel negative about GitLab’s search functionality. Some users say the search engine requires exact string matches and often fails to return relevant results, making it difficult to locate tickets, comments, or code. They find that navigation is not intuitive, and searching for specific content or filtering results can be cumbersome and time-consuming. Reviewers mention that the lack of advanced search features and the confusing interface reduce efficiency, especially for large projects with extensive documentation or numerous branches.

Occasional performance slowdowns

71% of reviewers feel negative about GitLab’s performance and speed. Some users report that the web interface can be sluggish, especially with large repositories or during peak usage. They mention frequent slow loading times, delayed responses, and occasional server errors that disrupt workflows. Reviewers indicate that resource-intensive operations and complex integrations can further impact speed, making project management less efficient. Many say these slowdowns are particularly noticeable in self-hosted instances or when handling multiple concurrent users, leading to frustration and reduced productivity.

GitLab vs Octopus Deploy Comparison (2026)

GitLab

Octopus Deploy

Overview

Video & Screenshots

Pricing

User reviews

Key features

Integrations

Alternatives